5. Vanilla Mahalanobis [1]}: Use the Mahalanobis distance from the nearest class-conditional Gaussian with shared covariance as the trust score. This approach directly fits in with our latent-space distance scoring method (Section REF ) though we use class-wise covariance matrices.
